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Yannis Papanikolaou

10 papers hereh-index 10322 citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author8
  • middle author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.CL4
  • stat.ML4
  • cs.LG1
  • q-bio.GN1

identity via Semantic Scholar / OpenAlex

activity
20152023
most citedDense Distributions from Sparse Samples: Improved Gibbs Sampling Parameter Estimators for LDA

25 citations · 50 across the 10 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

2 papers · 2 filters

stat.ML2017★ 4 cited

Subset Labeled LDA for Large-Scale Multi-Label Classification

Yannis Papanikolaou, Grigorios Tsoumakas

Labeled Latent Dirichlet Allocation (LLDA) is an extension of the standard unsupervised Latent Dirichlet Allocation (LDA) algorithm, to address multi-label learning tasks. Previous…

stat.ML2017

Large-Scale Online Semantic Indexing of Biomedical Articles via an Ensemble of Multi-Label Classification Models

Yannis Papanikolaou, Grigorios Tsoumakas, Manos Laliotis +2

Background: In this paper we present the approaches and methods employed in order to deal with a large scale multi-label semantic indexing task of biomedical papers. This work was…

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